setup

• conda isntall dvc
• conda install -c conda-forge dvc-ssh
• dvc init (top-level fodler of the repo)
• dvc config core.analytics false
• dvc cache dir path/to/shared_cache
• dvc remote add -d remote_storage path/to/your/dvc_remote

Tracking files

• git checkout -b 'tracking_commit_name'
• dvc init
• dvc config core.analytics false
• dvc cache dir path/to/shared_cache
• dvc remote add -d remote_storage path/to/your/dvc_remote
• dvc add data/raw/trin
• dvc add data/raw/val
• git add --all
• git commit -m 'tracking files commit'
• dvc push
• git push --set-upstream origin tracking_commit_name

structure

• -- data/
• -- prepared/
• -- raw/
• -- metrics/
• -- model/
• -- src/
• -- evaluate.py
• -- prepare.py
• -- train.py

remote storage setting

• dvc remote add --default aiforge-storage ssh://10.36.169.226/root/notebooks/groups/KR7150/dvc_repo/exer/dvc
• dvc remote modify aiforge-storage user root
• dvc remote modify aiforge-storage port 30172
• dvc remote modify --local aiforge-storage password aiforge